Not at all. Someone on these forums rode the Tuktoyaktuk Winter Road recently. It's an ice road plowed every year on the frozen Mackenzie River delta where the river empties into the Arctic Ocean. He did it just after the sunrise.
He must have passed bike store after bike store on the way, probably had trouble finding campsites.